Word embeddings versus LDA for topic assignment in documents

Joanna Jędrzejowicz , Magdalena Zakrzewska


Author Joanna Jędrzejowicz (FMPI / II)
Joanna Jędrzejowicz,,
- Institute of Informatics
, Magdalena Zakrzewska (FMPI / II)
Magdalena Zakrzewska,,
- Institute of Informatics
Publication size in sheets0.5
Book Nguyen Ngoc Thanh, Papadopoulos George A., Jędrzejowicz Piotr, Trawiński Bogdan, Vossen Gottfried (eds.): Computational collective intelligence : 9th International Conference, ICCCI 2017, Nicosia, Cyprus, September 27-29, 2017 : proceedings, pt. 2, Lecture Notes In Computer Science, no. 10449, 2017, Springer International Publishing, ISBN 978-3-319-67076-8, [978-3-319-67077-5], 641 p.
Keywords in EnglishNLP - topic assignment, deep learning, LDA
Languageen angielski
Score (nominal)15
ScoreMinisterial score = 15.0, BookChapterSeriesAndMatConfByIndicator
Ministerial score (2013-2016) = 15.0, BookChapterSeriesAndMatConfByIndicator
Citation count*1 (2019-03-23)
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.